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Use a pipeline as a high-level helper
from transformers import pipeline
pipe = pipeline("image-text-to-text", model="zai-org/GLM-4.6V-Flash") messages = [ { "role": "user", "content": [ {"type": "image", "url": "https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/p-blog/candy.JPG"}, {"type": "text", "text": "What animal is on the candy?"} ] }, ] pipe(text=messages)
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